Overview

Dataset statistics

Number of variables31
Number of observations284807
Missing cells1
Missing cells (%)< 0.1%
Duplicate rows1081
Duplicate rows (%)0.4%
Total size in memory67.4 MiB
Average record size in memory248.0 B

Variable types

Numeric30
Categorical1

Warnings

Dataset has 1081 (0.4%) duplicate rows Duplicates

Reproduction

Analysis started2021-02-11 18:22:40.356505
Analysis finished2021-02-11 18:27:53.544087
Duration5 minutes and 13.19 seconds
Software versionpandas-profiling v2.10.1
Download configurationconfig.yaml

Variables

Time
Real number (ℝ≥0)

Distinct124591
Distinct (%)43.7%
Missing1
Missing (%)< 0.1%
Infinite0
Infinite (%)0.0%
Mean94813.84137
Minimum0
Maximum172792
Zeros2
Zeros (%)< 0.1%
Memory size2.2 MiB

Quantile statistics

Minimum0
5-th percentile25297.5
Q154201.25
median84691.5
Q3139320.75
95-th percentile164143.5
Maximum172792
Range172792
Interquartile range (IQR)85119.5

Descriptive statistics

Standard deviation47488.22833
Coefficient of variation (CV)0.5008575504
Kurtosis-1.293535955
Mean94813.84137
Median Absolute Deviation (MAD)42666.5
Skewness-0.03556641201
Sum2.70035509 × 1010
Variance2255131830
MonotocityIncreasing
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
16315236
 
< 0.1%
6494726
 
< 0.1%
6878025
 
< 0.1%
376721
 
< 0.1%
377020
 
< 0.1%
12886019
 
< 0.1%
1991219
 
< 0.1%
375019
 
< 0.1%
14034719
 
< 0.1%
14308318
 
< 0.1%
Other values (124581)284584
99.9%
ValueCountFrequency (%)
02
< 0.1%
12
< 0.1%
22
< 0.1%
41
< 0.1%
72
< 0.1%
ValueCountFrequency (%)
1727921
< 0.1%
1727882
< 0.1%
1727871
< 0.1%
1727861
< 0.1%
1727851
< 0.1%

V1
Real number (ℝ)

Distinct275663
Distinct (%)96.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1.168374984 × 1015
Minimum-56.40750963
Maximum2.454929991
Zeros0
Zeros (%)0.0%
Memory size2.2 MiB

Quantile statistics

Minimum-56.40750963
5-th percentile-2.89914677
Q1-0.9203733844
median0.01810879916
Q31.315641694
95-th percentile2.081223059
Maximum2.454929991
Range58.86243962
Interquartile range (IQR)2.236015078

Descriptive statistics

Standard deviation1.958695804
Coefficient of variation (CV)1.676427372 × 1015
Kurtosis32.48667949
Mean1.168374984 × 1015
Median Absolute Deviation (MAD)1.194685356
Skewness-3.280667303
Sum3.32761374 × 1010
Variance3.836489252
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
2.05579700677
 
< 0.1%
1.24567381977
 
< 0.1%
2.05331121462
 
< 0.1%
1.30237796560
 
< 0.1%
2.04021105853
 
< 0.1%
2.08517487648
 
< 0.1%
1.33284931245
 
< 0.1%
1.0184118240
 
< 0.1%
1.33505315439
 
< 0.1%
1.31540417236
 
< 0.1%
Other values (275653)284270
99.8%
ValueCountFrequency (%)
-56.407509631
< 0.1%
-46.85504721
< 0.1%
-41.928737521
< 0.1%
-40.470141841
< 0.1%
-40.04253751
< 0.1%
ValueCountFrequency (%)
2.4549299911
< 0.1%
2.451888491
< 0.1%
2.4465049851
< 0.1%
2.4392074811
< 0.1%
2.4305067811
< 0.1%

V2
Real number (ℝ)

Distinct275663
Distinct (%)96.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean3.41690805 × 1016
Minimum-72.71572756
Maximum22.05772899
Zeros0
Zeros (%)0.0%
Memory size2.2 MiB

Quantile statistics

Minimum-72.71572756
5-th percentile-1.971975144
Q1-0.5985499135
median0.0654855564
Q30.8037238712
95-th percentile1.808584754
Maximum22.05772899
Range94.77345655
Interquartile range (IQR)1.402273785

Descriptive statistics

Standard deviation1.651308579
Coefficient of variation (CV)4.832756854 × 1015
Kurtosis95.77310596
Mean3.41690805 × 1016
Median Absolute Deviation (MAD)0.7027505483
Skewness-4.624865573
Sum9.731593309 × 1011
Variance2.726820025
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0.166975019577
 
< 0.1%
-0.326667773177
 
< 0.1%
0.0897346478262
 
< 0.1%
-0.606529308260
 
< 0.1%
-0.146974974853
 
< 0.1%
0.393050577748
 
< 0.1%
0.389198249245
 
< 0.1%
1.03666300940
 
< 0.1%
0.331464026439
 
< 0.1%
-0.0335770857336
 
< 0.1%
Other values (275653)284270
99.8%
ValueCountFrequency (%)
-72.715727561
< 0.1%
-63.344698321
< 0.1%
-60.464617661
< 0.1%
-50.383269131
< 0.1%
-48.060856021
< 0.1%
ValueCountFrequency (%)
22.057728991
< 0.1%
21.467202991
< 0.1%
19.167239011
< 0.1%
18.902452841
< 0.1%
18.183626461
< 0.1%

V3
Real number (ℝ)

Distinct275663
Distinct (%)96.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean-1.379536708 × 1015
Minimum-48.32558936
Maximum9.382558433
Zeros0
Zeros (%)0.0%
Memory size2.2 MiB

Quantile statistics

Minimum-48.32558936
5-th percentile-2.389740464
Q1-0.8903648382
median0.1798463436
Q31.027195542
95-th percentile2.062635143
Maximum9.382558433
Range57.7081478
Interquartile range (IQR)1.917560381

Descriptive statistics

Standard deviation1.516255005
Coefficient of variation (CV)-1.099104501 × 1015
Kurtosis26.61955081
Mean-1.379536708 × 1015
Median Absolute Deviation (MAD)0.9356346492
Skewness-2.24015544
Sum-3.929017112 × 1010
Variance2.299029241
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0.488305742677
 
< 0.1%
-2.75204095677
 
< 0.1%
-1.68183566962
 
< 0.1%
-0.681986192960
 
< 0.1%
-2.95593366553
 
< 0.1%
-4.50820053248
 
< 0.1%
-2.16559660545
 
< 0.1%
-1.68981370740
 
< 0.1%
-2.05776277739
 
< 0.1%
-1.08998430636
 
< 0.1%
Other values (275653)284270
99.8%
ValueCountFrequency (%)
-48.325589361
< 0.1%
-33.680984021
< 0.1%
-32.965345761
< 0.1%
-32.454198191
< 0.1%
-31.813585951
< 0.1%
ValueCountFrequency (%)
9.3825584331
< 0.1%
4.226108481
< 0.1%
4.1878105991
< 0.1%
4.1017161781
< 0.1%
4.0791678121
< 0.1%

V4
Real number (ℝ)

Distinct275663
Distinct (%)96.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2.07409512 × 1015
Minimum-5.683171198
Maximum16.87534403
Zeros0
Zeros (%)0.0%
Memory size2.2 MiB

Quantile statistics

Minimum-5.683171198
5-th percentile-2.195682822
Q1-0.8486401163
median-0.01984652948
Q30.7433412895
95-th percentile2.566500656
Maximum16.87534403
Range22.55851523
Interquartile range (IQR)1.591981406

Descriptive statistics

Standard deviation1.415868575
Coefficient of variation (CV)6.826439932 × 1014
Kurtosis2.635454915
Mean2.07409512 × 1015
Median Absolute Deviation (MAD)0.799908963
Skewness0.676292098
Sum5.907168088 × 1010
Variance2.004683822
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
-0.842316033377
 
< 0.1%
0.635321920777
 
< 0.1%
0.454211960262
 
< 0.1%
-1.90460339660
 
< 0.1%
-0.578355978953
 
< 0.1%
-0.311770683348
 
< 0.1%
-0.306872623845
 
< 0.1%
1.31547583340
 
< 0.1%
-0.346175355339
 
< 0.1%
-3.21479928236
 
< 0.1%
Other values (275653)284270
99.8%
ValueCountFrequency (%)
-5.6831711981
< 0.1%
-5.6006071411
< 0.1%
-5.5601175811
< 0.1%
-5.5196971231
< 0.1%
-5.4163153921
< 0.1%
ValueCountFrequency (%)
16.875344031
< 0.1%
16.715537371
< 0.1%
16.491217171
< 0.1%
15.304183991
< 0.1%
13.14366811
< 0.1%

V5
Real number (ℝ)

Distinct275663
Distinct (%)96.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean9.604066317 × 1016
Minimum-113.7433067
Maximum34.80166588
Zeros0
Zeros (%)0.0%
Memory size2.2 MiB

Quantile statistics

Minimum-113.7433067
5-th percentile-1.702021455
Q1-0.6915970709
median-0.05433582674
Q30.6119264397
95-th percentile2.098959675
Maximum34.80166588
Range148.5449726
Interquartile range (IQR)1.303523511

Descriptive statistics

Standard deviation1.380246734
Coefficient of variation (CV)1.437148275 × 1015
Kurtosis206.90456
Mean9.604066317 × 1016
Median Absolute Deviation (MAD)0.6515305545
Skewness-2.425901496
Sum2.735305316 × 1010
Variance1.905081047
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
2.4630722677
 
< 0.1%
-0.562776680877
 
< 0.1%
0.298310371562
 
< 0.1%
1.32662310760
 
< 0.1%
2.60935827153
 
< 0.1%
3.51011694248
 
< 0.1%
2.64135125145
 
< 0.1%
1.69843605640
 
< 0.1%
2.58323382239
 
< 0.1%
2.029931236
 
< 0.1%
Other values (275653)284270
99.8%
ValueCountFrequency (%)
-113.74330671
< 0.1%
-42.147898371
< 0.1%
-40.42772631
< 0.1%
-35.182120311
< 0.1%
-32.0921291
< 0.1%
ValueCountFrequency (%)
34.801665881
< 0.1%
34.099309341
< 0.1%
32.91146171
< 0.1%
31.457046051
< 0.1%
29.162172021
< 0.1%

V6
Real number (ℝ)

Distinct275663
Distinct (%)96.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1.487313013 × 1015
Minimum-26.16050594
Maximum73.30162555
Zeros0
Zeros (%)0.0%
Memory size2.2 MiB

Quantile statistics

Minimum-26.16050594
5-th percentile-1.406757262
Q1-0.7682956085
median-0.2741870765
Q30.3985648964
95-th percentile3.160381696
Maximum73.30162555
Range99.46213148
Interquartile range (IQR)1.166860505

Descriptive statistics

Standard deviation1.33227109
Coefficient of variation (CV)8.957570316 × 1014
Kurtosis42.64249396
Mean1.487313013 × 1015
Median Absolute Deviation (MAD)0.5596280307
Skewness1.826580665
Sum4.235971574 × 1010
Variance1.774946257
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
-1.01107261677
 
< 0.1%
3.17385642377
 
< 0.1%
-0.953526086462
 
< 0.1%
3.43631244760
 
< 0.1%
3.14264153153
 
< 0.1%
2.4532992248
 
< 0.1%
2.80808376445
 
< 0.1%
0.52880654940
 
< 0.1%
2.85410199739
 
< 0.1%
3.26812962636
 
< 0.1%
Other values (275653)284270
99.8%
ValueCountFrequency (%)
-26.160505941
< 0.1%
-23.496713931
< 0.1%
-21.929312291
< 0.1%
-21.248751621
< 0.1%
-20.869626191
< 0.1%
ValueCountFrequency (%)
73.301625551
< 0.1%
23.917837131
< 0.1%
22.529298471
< 0.1%
21.550496191
< 0.1%
21.393068761
< 0.1%

V7
Real number (ℝ)

Distinct275663
Distinct (%)96.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean-5.556467296 × 1016
Minimum-43.55724157
Maximum120.5894939
Zeros0
Zeros (%)0.0%
Memory size2.2 MiB

Quantile statistics

Minimum-43.55724157
5-th percentile-1.434423044
Q1-0.554075879
median0.04010308279
Q30.5704360729
95-th percentile1.407632108
Maximum120.5894939
Range164.1467355
Interquartile range (IQR)1.124511952

Descriptive statistics

Standard deviation1.237093598
Coefficient of variation (CV)-2.226403095 × 1015
Kurtosis405.607417
Mean-5.556467296 × 1016
Median Absolute Deviation (MAD)0.5618646068
Skewness2.553907417
Sum-1.582520781 × 1010
Variance1.530400571
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
-0.43212592477
 
< 0.1%
0.0149526614777
 
< 0.1%
0.152002545362
 
< 0.1%
-1.14512682760
 
< 0.1%
-0.416882841253
 
< 0.1%
0.22046858148
 
< 0.1%
-0.171626636145
 
< 0.1%
0.331714502440
 
< 0.1%
-0.187547337339
 
< 0.1%
-0.534993827336
 
< 0.1%
Other values (275653)284270
99.8%
ValueCountFrequency (%)
-43.557241571
< 0.1%
-41.506796081
< 0.1%
-37.060311461
< 0.1%
-33.239328171
< 0.1%
-31.764946491
< 0.1%
ValueCountFrequency (%)
120.58949391
< 0.1%
44.054461361
< 0.1%
36.877368271
< 0.1%
36.677267951
< 0.1%
34.303176861
< 0.1%

V8
Real number (ℝ)

Distinct275663
Distinct (%)96.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1.205497933 × 1016
Minimum-73.21671846
Maximum20.00720837
Zeros0
Zeros (%)0.0%
Memory size2.2 MiB

Quantile statistics

Minimum-73.21671846
5-th percentile-0.8421468734
Q1-0.208629744
median0.02235803644
Q30.3273458619
95-th percentile1.049984294
Maximum20.00720837
Range93.22392682
Interquartile range (IQR)0.535975606

Descriptive statistics

Standard deviation1.194352903
Coefficient of variation (CV)9.907548322 × 1015
Kurtosis220.5869736
Mean1.205497933 × 1016
Median Absolute Deviation (MAD)0.2589625368
Skewness-8.521944195
Sum3.433342499 × 1011
Variance1.426478856
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
-0.160210863377
 
< 0.1%
0.727706200777
 
< 0.1%
-0.207071379762
 
< 0.1%
0.959147262160
 
< 0.1%
0.784392948353
 
< 0.1%
0.543376800648
 
< 0.1%
0.683351733645
 
< 0.1%
0.364538761640
 
< 0.1%
0.685153770439
 
< 0.1%
0.808250098436
 
< 0.1%
Other values (275653)284270
99.8%
ValueCountFrequency (%)
-73.216718461
< 0.1%
-50.943368871
< 0.1%
-50.688419361
< 0.1%
-50.420090061
< 0.1%
-41.484822511
< 0.1%
ValueCountFrequency (%)
20.007208371
< 0.1%
19.587772621
< 0.1%
19.168327391
< 0.1%
18.748871951
< 0.1%
18.709254541
< 0.1%

V9
Real number (ℝ)

Distinct275663
Distinct (%)96.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean-2.406305602 × 1015
Minimum-13.43406632
Maximum15.59499461
Zeros0
Zeros (%)0.0%
Memory size2.2 MiB

Quantile statistics

Minimum-13.43406632
5-th percentile-1.758426018
Q1-0.6430975703
median-0.05142873155
Q30.5971390303
95-th percentile1.78078263
Maximum15.59499461
Range29.02906093
Interquartile range (IQR)1.240236601

Descriptive statistics

Standard deviation1.098632089
Coefficient of variation (CV)-4.565638248 × 1014
Kurtosis3.731310614
Mean-2.406305602 × 1015
Median Absolute Deviation (MAD)0.6202699443
Skewness0.5546797719
Sum-6.853326795 × 1010
Variance1.206992467
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0.170361852277
 
< 0.1%
0.608605870377
 
< 0.1%
0.587335266462
 
< 0.1%
1.67130156460
 
< 0.1%
0.359902378953
 
< 0.1%
-0.100433904948
 
< 0.1%
-0.297962001345
 
< 0.1%
-0.711797938840
 
< 0.1%
-0.286614068639
 
< 0.1%
0.697719595536
 
< 0.1%
Other values (275653)284270
99.8%
ValueCountFrequency (%)
-13.434066321
< 0.1%
-13.320154691
< 0.1%
-11.126623521
< 0.1%
-10.842525871
< 0.1%
-9.4814563341
< 0.1%
ValueCountFrequency (%)
15.594994611
< 0.1%
10.392888821
< 0.1%
10.370657981
< 0.1%
10.34840671
< 0.1%
10.326133051
< 0.1%

V10
Real number (ℝ)

Distinct275663
Distinct (%)96.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2.238853157 × 1015
Minimum-24.58826244
Maximum23.74513612
Zeros0
Zeros (%)0.0%
Memory size2.2 MiB

Quantile statistics

Minimum-24.58826244
5-th percentile-1.338635689
Q1-0.5354257265
median-0.0929173836
Q30.4539234451
95-th percentile1.548557436
Maximum23.74513612
Range48.33339856
Interquartile range (IQR)0.9893491716

Descriptive statistics

Standard deviation1.088849765
Coefficient of variation (CV)4.863426447 × 1014
Kurtosis31.98823878
Mean2.238853157 × 1015
Median Absolute Deviation (MAD)0.4800825268
Skewness1.18714059
Sum6.376410511 × 1010
Variance1.185593812
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
-0.0751861699477
 
< 0.1%
-0.0445745893877
 
< 0.1%
-0.362047348462
 
< 0.1%
-1.0229460360
 
< 0.1%
-0.351075101453
 
< 0.1%
-1.018622248
 
< 0.1%
-0.652096600445
 
< 0.1%
-1.5702882840
 
< 0.1%
-0.535902735539
 
< 0.1%
-1.09018090636
 
< 0.1%
Other values (275653)284270
99.8%
ValueCountFrequency (%)
-24.588262441
 
< 0.1%
-24.403184971
 
< 0.1%
-23.228254841
 
< 0.1%
-22.187088564
< 0.1%
-20.949191551
 
< 0.1%
ValueCountFrequency (%)
23.745136121
< 0.1%
15.331741561
< 0.1%
15.245685691
< 0.1%
15.23602821
< 0.1%
13.811757771
< 0.1%

V11
Real number (ℝ)

Distinct275663
Distinct (%)96.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1.673326933 × 1015
Minimum-4.797473465
Maximum12.01891318
Zeros0
Zeros (%)0.0%
Memory size2.2 MiB

Quantile statistics

Minimum-4.797473465
5-th percentile-1.571901245
Q1-0.7624941955
median-0.0327573545
Q30.7395934073
95-th percentile1.614032823
Maximum12.01891318
Range16.81638665
Interquartile range (IQR)1.502087603

Descriptive statistics

Standard deviation1.020713028
Coefficient of variation (CV)6.099901984 × 1014
Kurtosis1.633921258
Mean1.673326933 × 1015
Median Absolute Deviation (MAD)0.7502944294
Skewness0.3565058555
Sum4.765752237 × 1010
Variance1.041855085
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0.063504457677
 
< 0.1%
-0.356749018577
 
< 0.1%
-0.589598040462
 
< 0.1%
-0.191422972760
 
< 0.1%
0.329650883753
 
< 0.1%
0.807038106748
 
< 0.1%
0.418002664945
 
< 0.1%
3.46301782140
 
< 0.1%
0.332848417639
 
< 0.1%
-0.111087964236
 
< 0.1%
Other values (275653)284270
99.8%
ValueCountFrequency (%)
-4.7974734651
< 0.1%
-4.6829305481
< 0.1%
-4.5683902461
< 0.1%
-4.4538528421
< 0.1%
-4.3393186551
< 0.1%
ValueCountFrequency (%)
12.018913181
< 0.1%
11.669204741
< 0.1%
11.619723481
< 0.1%
11.277920731
< 0.1%
11.228470281
< 0.1%

V12
Real number (ℝ)

Distinct275663
Distinct (%)96.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean-1.24701177 × 1015
Minimum-18.68371463
Maximum7.848392076
Zeros0
Zeros (%)0.0%
Memory size2.2 MiB

Quantile statistics

Minimum-18.68371463
5-th percentile-1.967162458
Q1-0.4055714854
median0.1400325883
Q30.6182380329
95-th percentile1.243053123
Maximum7.848392076
Range26.53210671
Interquartile range (IQR)1.023809518

Descriptive statistics

Standard deviation0.9992013895
Coefficient of variation (CV)-8.01276631 × 1014
Kurtosis20.24186966
Mean-1.24701177 × 1015
Median Absolute Deviation (MAD)0.5075571574
Skewness-2.278400935
Sum-3.55157681 × 1010
Variance0.9984034168
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0.350563573377
 
< 0.1%
-0.0734595173577
 
< 0.1%
-0.174712053162
 
< 0.1%
0.631027341560
 
< 0.1%
0.183508120653
 
< 0.1%
-0.330547627848
 
< 0.1%
-0.322436923745
 
< 0.1%
0.538411363140
 
< 0.1%
-0.268318738539
 
< 0.1%
0.0626523474636
 
< 0.1%
Other values (275653)284270
99.8%
ValueCountFrequency (%)
-18.683714631
< 0.1%
-18.553697011
< 0.1%
-18.431131031
< 0.1%
-18.047596571
< 0.1%
-17.769143461
< 0.1%
ValueCountFrequency (%)
7.8483920761
< 0.1%
4.8464524091
< 0.1%
4.5740822411
< 0.1%
4.4729205841
< 0.1%
4.4063382211
< 0.1%

V13
Real number (ℝ)

Distinct275663
Distinct (%)96.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean8.190001274 × 1016
Minimum-5.791881206
Maximum7.126882959
Zeros0
Zeros (%)0.0%
Memory size2.2 MiB

Quantile statistics

Minimum-5.791881206
5-th percentile-1.639729075
Q1-0.6485392991
median-0.01356805679
Q30.6625049594
95-th percentile1.607877206
Maximum7.126882959
Range12.91876416
Interquartile range (IQR)1.311044259

Descriptive statistics

Standard deviation0.9952742301
Coefficient of variation (CV)1.215230861 × 1015
Kurtosis0.1952997878
Mean8.190001274 × 1016
Median Absolute Deviation (MAD)0.65530784
Skewness0.06523345791
Sum2.332569693 × 1010
Variance0.9905707932
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
-0.517759694277
 
< 0.1%
-0.141238322277
 
< 0.1%
-0.621127061462
 
< 0.1%
0.0319072703560
 
< 0.1%
-0.27291854553
 
< 0.1%
-0.531418651748
 
< 0.1%
-0.143469154645
 
< 0.1%
-0.378095384540
 
< 0.1%
-0.127614195839
 
< 0.1%
-0.238457031536
 
< 0.1%
Other values (275653)284270
99.8%
ValueCountFrequency (%)
-5.7918812061
< 0.1%
-4.0086397921
< 0.1%
-3.9617575361
< 0.1%
-3.8886062861
< 0.1%
-3.8811062491
< 0.1%
ValueCountFrequency (%)
7.1268829591
< 0.1%
4.5690089591
< 0.1%
4.4695661921
< 0.1%
4.4654131771
< 0.1%
4.3699983791
< 0.1%

V14
Real number (ℝ)

Distinct275663
Distinct (%)96.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1.207294205 × 1015
Minimum-19.21432549
Maximum10.52676605
Zeros0
Zeros (%)0.0%
Memory size2.2 MiB

Quantile statistics

Minimum-19.21432549
5-th percentile-1.439351463
Q1-0.4255740125
median0.05060131931
Q30.4931498492
95-th percentile1.39365345
Maximum10.52676605
Range29.74109154
Interquartile range (IQR)0.9187238617

Descriptive statistics

Standard deviation0.9585956113
Coefficient of variation (CV)7.940033234 × 1014
Kurtosis23.87946184
Mean1.207294205 × 1015
Median Absolute Deviation (MAD)0.4581196726
Skewness-1.99517584
Sum3.438458407 × 1010
Variance0.9189055459
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0.690971618477
 
< 0.1%
0.406968934477
 
< 0.1%
-0.70351278462
 
< 0.1%
-0.0314253812660
 
< 0.1%
-0.597436665253
 
< 0.1%
-2.18144882548
 
< 0.1%
-1.15452429645
 
< 0.1%
-3.0454951840
 
< 0.1%
-0.868299960939
 
< 0.1%
0.425500485436
 
< 0.1%
Other values (275653)284270
99.8%
ValueCountFrequency (%)
-19.214325491
< 0.1%
-18.822086741
< 0.1%
-18.493773361
< 0.1%
-18.39209151
< 0.1%
-18.049997691
< 0.1%
ValueCountFrequency (%)
10.526766051
< 0.1%
7.7545987481
< 0.1%
7.6922085441
< 0.1%
7.6677257511
< 0.1%
7.5184027811
< 0.1%

V15
Real number (ℝ)

Distinct275663
Distinct (%)96.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean4.88745586 × 1015
Minimum-4.498944677
Maximum8.877741598
Zeros0
Zeros (%)0.0%
Memory size2.2 MiB

Quantile statistics

Minimum-4.498944677
5-th percentile-1.5932001
Q1-0.5828842792
median0.04807154976
Q30.6488208063
95-th percentile1.373090362
Maximum8.877741598
Range13.37668627
Interquartile range (IQR)1.231705085

Descriptive statistics

Standard deviation0.9153160116
Coefficient of variation (CV)1.872786247 × 1014
Kurtosis0.2847690838
Mean4.88745586 × 1015
Median Absolute Deviation (MAD)0.6154990552
Skewness-0.3084229821
Sum1.391981641 × 109
Variance0.8378034011
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
1.12414692377
 
< 0.1%
1.27525703977
 
< 0.1%
0.271956610262
 
< 0.1%
1.44662697660
 
< 0.1%
0.583896810353
 
< 0.1%
0.388724083148
 
< 0.1%
1.15763371445
 
< 0.1%
1.46891114340
 
< 0.1%
1.12853898239
 
< 0.1%
1.2452765336
 
< 0.1%
Other values (275653)284270
99.8%
ValueCountFrequency (%)
-4.4989446771
< 0.1%
-4.3913070681
< 0.1%
-4.199321251
< 0.1%
-4.1966196951
< 0.1%
-4.152531761
< 0.1%
ValueCountFrequency (%)
8.8777415981
< 0.1%
5.8256543191
< 0.1%
5.784513891
< 0.1%
5.7204786321
< 0.1%
5.6858990521
< 0.1%

V16
Real number (ℝ)

Distinct275663
Distinct (%)96.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1.437516368 × 1015
Minimum-14.12985452
Maximum17.31511152
Zeros0
Zeros (%)0.0%
Memory size2.2 MiB

Quantile statistics

Minimum-14.12985452
5-th percentile-1.491663295
Q1-0.4680367667
median0.06641332058
Q30.5232963125
95-th percentile1.325253187
Maximum17.31511152
Range31.44496604
Interquartile range (IQR)0.9913330792

Descriptive statistics

Standard deviation0.8762528874
Coefficient of variation (CV)6.095602851 × 1014
Kurtosis10.41913132
Mean1.437516368 × 1015
Median Absolute Deviation (MAD)0.4925978984
Skewness-1.100966276
Sum4.094147243 × 1010
Variance0.7678191227
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
-0.37196212577
 
< 0.1%
0.342469754177
 
< 0.1%
0.318688063462
 
< 0.1%
-0.121820378660
 
< 0.1%
0.178675836553
 
< 0.1%
0.232071377748
 
< 0.1%
0.878174917845
 
< 0.1%
-0.0297415143340
 
< 0.1%
0.786506053739
 
< 0.1%
0.640367512536
 
< 0.1%
Other values (275653)284270
99.8%
ValueCountFrequency (%)
-14.129854521
< 0.1%
-13.563272961
< 0.1%
-13.303887581
< 0.1%
-13.256833091
< 0.1%
-13.251541981
< 0.1%
ValueCountFrequency (%)
17.315111521
< 0.1%
8.289889561
< 0.1%
7.0591318111
< 0.1%
6.4427979011
< 0.1%
6.3518534981
< 0.1%

V17
Real number (ℝ)

Distinct275663
Distinct (%)96.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean-3.740236966 × 1016
Minimum-25.16279937
Maximum9.25352625
Zeros0
Zeros (%)0.0%
Memory size2.2 MiB

Quantile statistics

Minimum-25.16279937
5-th percentile-0.9830039028
Q1-0.4837483137
median-0.06567575381
Q30.3996749827
95-th percentile1.274609117
Maximum9.25352625
Range34.41632562
Interquartile range (IQR)0.8834232964

Descriptive statistics

Standard deviation0.8493370637
Coefficient of variation (CV)-2.270810838 × 1015
Kurtosis94.7997191
Mean-3.740236966 × 1016
Median Absolute Deviation (MAD)0.4393124801
Skewness-3.844914474
Sum-1.065245669 × 1010
Variance0.7213734477
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
-0.601956802877
 
< 0.1%
-0.374656440177
 
< 0.1%
0.549365128762
 
< 0.1%
-0.65140523760
 
< 0.1%
0.473898278353
 
< 0.1%
2.12502188348
 
< 0.1%
0.536917519745
 
< 0.1%
3.66458848140
 
< 0.1%
0.31643526139
 
< 0.1%
-1.07208498536
 
< 0.1%
Other values (275653)284270
99.8%
ValueCountFrequency (%)
-25.162799371
< 0.1%
-24.019098551
< 0.1%
-23.815635831
< 0.1%
-23.241597151
< 0.1%
-22.883998581
< 0.1%
ValueCountFrequency (%)
9.253526251
< 0.1%
9.2070585351
< 0.1%
8.5381951391
< 0.1%
7.8933925321
< 0.1%
7.7666363631
< 0.1%

V18
Real number (ℝ)

Distinct275663
Distinct (%)96.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean9.564149167 × 1016
Minimum-9.498745921
Maximum5.041069185
Zeros0
Zeros (%)0.0%
Memory size2.2 MiB

Quantile statistics

Minimum-9.498745921
5-th percentile-1.358094019
Q1-0.4988497987
median-0.003636312355
Q30.5008067469
95-th percentile1.394391803
Maximum5.041069185
Range14.53981511
Interquartile range (IQR)0.9996565456

Descriptive statistics

Standard deviation0.8381762095
Coefficient of variation (CV)8.763729997 × 1014
Kurtosis2.578340834
Mean9.564149167 × 1016
Median Absolute Deviation (MAD)0.499126368
Skewness-0.2598802681
Sum2.723936632 × 1010
Variance0.7025393582
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
-0.438992432477
 
< 0.1%
-0.0526401462677
 
< 0.1%
-0.257785857962
 
< 0.1%
0.617970476560
 
< 0.1%
-0.498849798753
 
< 0.1%
0.405548673648
 
< 0.1%
0.712873012645
 
< 0.1%
-0.105189588840
 
< 0.1%
0.58785625339
 
< 0.1%
-0.068698099636
 
< 0.1%
Other values (275653)284270
99.8%
ValueCountFrequency (%)
-9.4987459211
< 0.1%
-9.3351930791
< 0.1%
-9.2878322141
< 0.1%
-9.2646087331
< 0.1%
-9.1705572191
< 0.1%
ValueCountFrequency (%)
5.0410691851
< 0.1%
4.7123975661
< 0.1%
4.2956482341
< 0.1%
4.2438412131
< 0.1%
4.1995911071
< 0.1%

V19
Real number (ℝ)

Distinct275663
Distinct (%)96.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1.039916605 × 1015
Minimum-7.21352743
Maximum5.591971427
Zeros0
Zeros (%)0.0%
Memory size2.2 MiB

Quantile statistics

Minimum-7.21352743
5-th percentile-1.356258963
Q1-0.4562989187
median0.003734822995
Q30.4589493558
95-th percentile1.286164482
Maximum5.591971427
Range12.80549886
Interquartile range (IQR)0.9152482745

Descriptive statistics

Standard deviation0.8140405008
Coefficient of variation (CV)7.82794021 × 1014
Kurtosis1.724969781
Mean1.039916605 × 1015
Median Absolute Deviation (MAD)0.4577082815
Skewness0.10919176
Sum2.961755285 × 1010
Variance0.6626619369
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
-0.330590448477
 
< 0.1%
-0.11609078577
 
< 0.1%
0.0162561279862
 
< 0.1%
0.927600044660
 
< 0.1%
-0.140098684853
 
< 0.1%
-0.440929511948
 
< 0.1%
0.00677355522545
 
< 0.1%
-2.09794432140
 
< 0.1%
0.0493500831839
 
< 0.1%
0.255267674536
 
< 0.1%
Other values (275653)284270
99.8%
ValueCountFrequency (%)
-7.213527431
< 0.1%
-6.9382973181
< 0.1%
-4.9327330551
< 0.1%
-4.6760922791
< 0.1%
-4.6190343421
< 0.1%
ValueCountFrequency (%)
5.5919714271
< 0.1%
5.5721133271
< 0.1%
5.5017472141
< 0.1%
5.228341791
< 0.1%
4.8910624411
< 0.1%

V20
Real number (ℝ)

Distinct275663
Distinct (%)96.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean6.407201557 × 1016
Minimum-54.49772049
Maximum39.42090425
Zeros0
Zeros (%)0.0%
Memory size2.2 MiB

Quantile statistics

Minimum-54.49772049
5-th percentile-0.5584348996
Q1-0.2117213647
median-0.06248109246
Q30.133040841
95-th percentile0.8361440894
Maximum39.42090425
Range93.91862474
Interquartile range (IQR)0.3447622057

Descriptive statistics

Standard deviation0.7709250249
Coefficient of variation (CV)1.20321644 × 1015
Kurtosis271.016113
Mean6.407201557 × 1016
Median Absolute Deviation (MAD)0.1687016739
Skewness-2.037155299
Sum1.824815854 × 1010
Variance0.594325394
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
-0.180370118677
 
< 0.1%
-0.132079724377
 
< 0.1%
-0.187420788462
 
< 0.1%
0.00575665541960
 
< 0.1%
-0.120714034353
 
< 0.1%
-0.0869893297448
 
< 0.1%
0.053607119345
 
< 0.1%
-0.167555416340
 
< 0.1%
0.0452174411939
 
< 0.1%
0.0169521541836
 
< 0.1%
Other values (275653)284270
99.8%
ValueCountFrequency (%)
-54.497720491
< 0.1%
-28.009635331
< 0.1%
-25.222345241
< 0.1%
-23.646890331
< 0.1%
-23.420172571
< 0.1%
ValueCountFrequency (%)
39.420904251
< 0.1%
38.117209131
< 0.1%
26.237390791
< 0.1%
24.133894191
< 0.1%
23.649094571
< 0.1%

V21
Real number (ℝ)

Distinct275663
Distinct (%)96.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1.65656173 × 1016
Minimum-34.83038214
Maximum27.20283916
Zeros0
Zeros (%)0.0%
Memory size2.2 MiB

Quantile statistics

Minimum-34.83038214
5-th percentile-0.5046735037
Q1-0.2283949468
median-0.0294501677
Q30.1863772034
95-th percentile0.5378677106
Maximum27.20283916
Range62.0332213
Interquartile range (IQR)0.4147721502

Descriptive statistics

Standard deviation0.7345240144
Coefficient of variation (CV)4.434027427 × 1015
Kurtosis207.2870404
Mean1.65656173 × 1016
Median Absolute Deviation (MAD)0.2063824688
Skewness3.592991193
Sum4.718003765 × 1011
Variance0.5395255277
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
-0.26258084677
 
< 0.1%
0.269764951477
 
< 0.1%
-0.361158036662
 
< 0.1%
-0.0642082814860
 
< 0.1%
-0.352333800553
 
< 0.1%
-0.0672166613448
 
< 0.1%
-0.207432404545
 
< 0.1%
-0.0402375927540
 
< 0.1%
-0.191819982839
 
< 0.1%
0.00734280266636
 
< 0.1%
Other values (275653)284270
99.8%
ValueCountFrequency (%)
-34.830382141
< 0.1%
-22.889347041
< 0.1%
-22.797603911
< 0.1%
-22.757539861
< 0.1%
-22.66568461
< 0.1%
ValueCountFrequency (%)
27.202839166
< 0.1%
22.614889371
 
< 0.1%
22.599543361
 
< 0.1%
22.588989471
 
< 0.1%
22.580675271
 
< 0.1%

V22
Real number (ℝ)

Distinct275663
Distinct (%)96.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean-3.56859322 × 1016
Minimum-10.9331437
Maximum10.50309009
Zeros0
Zeros (%)0.0%
Memory size2.2 MiB

Quantile statistics

Minimum-10.9331437
5-th percentile-1.081892184
Q1-0.5423503727
median0.006781942528
Q30.5285536353
95-th percentile1.128987321
Maximum10.50309009
Range21.43623379
Interquartile range (IQR)1.070904008

Descriptive statistics

Standard deviation0.7257015604
Coefficient of variation (CV)-2.033578824 × 1015
Kurtosis2.832966516
Mean-3.56859322 × 1016
Median Absolute Deviation (MAD)0.5364936905
Skewness-0.2132576228
Sum-1.016360329 × 1010
Variance0.5266427548
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0.844626646877
 
< 0.1%
-0.816263763277
 
< 0.1%
-0.984261949262
 
< 0.1%
-0.0805870774560
 
< 0.1%
-0.996936774853
 
< 0.1%
-0.0726415994948
 
< 0.1%
-0.692416684245
 
< 0.1%
0.0961715739640
 
< 0.1%
-0.650117795539
 
< 0.1%
-1.06893437836
 
< 0.1%
Other values (275653)284270
99.8%
ValueCountFrequency (%)
-10.93314371
 
< 0.1%
-9.4994229641
 
< 0.1%
-8.8870171416
< 0.1%
-8.5936415651
 
< 0.1%
-8.555807931
 
< 0.1%
ValueCountFrequency (%)
10.503090091
< 0.1%
8.3619851921
< 0.1%
8.3162754391
< 0.1%
8.2722329841
< 0.1%
7.3572551621
< 0.1%

V23
Real number (ℝ)

Distinct275663
Distinct (%)96.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2.610581617 × 1016
Minimum-44.8077352
Maximum22.52841169
Zeros0
Zeros (%)0.0%
Memory size2.2 MiB

Quantile statistics

Minimum-44.8077352
5-th percentile-0.4722464465
Q1-0.161846345
median-0.0111929303
Q30.1476420639
95-th percentile0.4880159684
Maximum22.52841169
Range67.33614689
Interquartile range (IQR)0.3094884089

Descriptive statistics

Standard deviation0.6244602956
Coefficient of variation (CV)2.392035137 × 1015
Kurtosis440.0886587
Mean2.610581617 × 1016
Median Absolute Deviation (MAD)0.1544930816
Skewness-5.87514034
Sum7.435119187 × 1011
Variance0.3899506608
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0.14030430277
 
< 0.1%
0.0206746676977
 
< 0.1%
0.354198094362
 
< 0.1%
-0.0729910792760
 
< 0.1%
0.36348490653
 
< 0.1%
-0.0365842826848
 
< 0.1%
-0.118597511645
 
< 0.1%
-0.0925489695840
 
< 0.1%
-0.114069463839
 
< 0.1%
0.10379660636
 
< 0.1%
Other values (275653)284270
99.8%
ValueCountFrequency (%)
-44.80773521
< 0.1%
-36.666000071
< 0.1%
-32.8289951
< 0.1%
-30.269720011
< 0.1%
-27.533643291
< 0.1%
ValueCountFrequency (%)
22.528411691
< 0.1%
22.083544871
< 0.1%
20.80334411
< 0.1%
19.228169081
< 0.1%
19.002941821
< 0.1%

V24
Real number (ℝ)

Distinct275663
Distinct (%)96.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean4.473065945 × 1015
Minimum-2.836626919
Maximum4.584549137
Zeros0
Zeros (%)0.0%
Memory size2.2 MiB

Quantile statistics

Minimum-2.836626919
5-th percentile-1.143662292
Q1-0.3545861364
median0.04097605606
Q30.4395266002
95-th percentile0.8663576267
Maximum4.584549137
Range7.421176056
Interquartile range (IQR)0.7941127366

Descriptive statistics

Standard deviation0.6056470678
Coefficient of variation (CV)1.35398645 × 1014
Kurtosis0.6188708
Mean4.473065945 × 1015
Median Absolute Deviation (MAD)0.3971389516
Skewness-0.5524993012
Sum1.273960493 × 109
Variance0.3668083708
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0.357827249377
 
< 0.1%
0.726211883877
 
< 0.1%
0.620709338562
 
< 0.1%
1.0181359760
 
< 0.1%
0.604826569853
 
< 0.1%
0.529692767648
 
< 0.1%
0.891479667945
 
< 0.1%
-1.34566370640
 
< 0.1%
0.915935599539
 
< 0.1%
0.992125714636
 
< 0.1%
Other values (275653)284270
99.8%
ValueCountFrequency (%)
-2.8366269191
< 0.1%
-2.8248489031
< 0.1%
-2.8226835921
< 0.1%
-2.8223839691
< 0.1%
-2.8148976361
< 0.1%
ValueCountFrequency (%)
4.5845491371
< 0.1%
4.022865891
< 0.1%
4.0163418171
< 0.1%
4.0144443851
< 0.1%
3.9982936781
< 0.1%

V25
Real number (ℝ)

Distinct275663
Distinct (%)96.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean5.213179805 × 1016
Minimum-10.29539707
Maximum7.519588679
Zeros0
Zeros (%)0.0%
Memory size2.2 MiB

Quantile statistics

Minimum-10.29539707
5-th percentile-0.8250263713
Q1-0.3171450541
median0.01659350164
Q30.3507155629
95-th percentile0.7606985796
Maximum7.519588679
Range17.81498575
Interquartile range (IQR)0.6678606169

Descriptive statistics

Standard deviation0.5212780705
Coefficient of variation (CV)9.999234442 × 1014
Kurtosis4.290412283
Mean5.213179805 × 1016
Median Absolute Deviation (MAD)0.3339634014
Skewness-0.4157925903
Sum1.484750101 × 1010
Variance0.2717308268
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0.186422945777
 
< 0.1%
0.36662430777
 
< 0.1%
-0.297137876162
 
< 0.1%
0.663574772560
 
< 0.1%
-0.264559586353
 
< 0.1%
0.41468514248
 
< 0.1%
0.730240364345
 
< 0.1%
0.510304957140
 
< 0.1%
0.730073040139
 
< 0.1%
0.369398160136
 
< 0.1%
Other values (275653)284270
99.8%
ValueCountFrequency (%)
-10.295397071
< 0.1%
-8.696626771
< 0.1%
-7.4957411041
< 0.1%
-7.0813253461
< 0.1%
-7.0257831821
< 0.1%
ValueCountFrequency (%)
7.5195886791
< 0.1%
6.0708503841
< 0.1%
5.8524835711
< 0.1%
5.8261590351
< 0.1%
5.5415975951
< 0.1%

V26
Real number (ℝ)

Distinct275663
Distinct (%)96.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1.683536991 × 1015
Minimum-2.604550553
Maximum3.517345612
Zeros0
Zeros (%)0.0%
Memory size2.2 MiB

Quantile statistics

Minimum-2.604550553
5-th percentile-0.6973482579
Q1-0.3269839259
median-0.05213910802
Q30.2409521737
95-th percentile0.9209154332
Maximum3.517345612
Range6.121896164
Interquartile range (IQR)0.5679360996

Descriptive statistics

Standard deviation0.4822270133
Coefficient of variation (CV)2.864368385 × 1014
Kurtosis0.9190057709
Mean1.683536991 × 1015
Median Absolute Deviation (MAD)0.2804479981
Skewness0.5766926172
Sum4.794831199 × 1010
Variance0.2325428923
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0.0965444707977
 
< 0.1%
-0.39882751577
 
< 0.1%
0.166735634362
 
< 0.1%
-0.671322844360
 
< 0.1%
0.219670647453
 
< 0.1%
0.735869651848
 
< 0.1%
0.384013445845
 
< 0.1%
-0.182673522540
 
< 0.1%
0.383879417639
 
< 0.1%
-0.824470557436
 
< 0.1%
Other values (275653)284270
99.8%
ValueCountFrequency (%)
-2.6045505531
< 0.1%
-2.5343297211
< 0.1%
-2.241620291
< 0.1%
-2.0685608691
< 0.1%
-1.8553553381
< 0.1%
ValueCountFrequency (%)
3.5173456121
< 0.1%
3.4632456541
< 0.1%
3.4156362431
< 0.1%
3.2201783751
< 0.1%
3.1553274731
< 0.1%

V27
Real number (ℝ)

Distinct275663
Distinct (%)96.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean-3.659966072 × 1016
Minimum-22.56567932
Maximum31.61219811
Zeros0
Zeros (%)0.0%
Memory size2.2 MiB

Quantile statistics

Minimum-22.56567932
5-th percentile-0.4152459591
Q1-0.0708395293
median0.001342145979
Q30.09104511969
95-th percentile0.387746157
Maximum31.61219811
Range54.17787743
Interquartile range (IQR)0.161884649

Descriptive statistics

Standard deviation0.403632495
Coefficient of variation (CV)-1.102831248 × 1015
Kurtosis244.9892406
Mean-3.659966072 × 1016
Median Absolute Deviation (MAD)0.07826081248
Skewness-1.170208942
Sum-1.042383957 × 1010
Variance0.162919191
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0.0277351215177
 
< 0.1%
-0.0358663152977
 
< 0.1%
-0.0682990099362
 
< 0.1%
0.0968009452360
 
< 0.1%
-0.0392094515953
 
< 0.1%
-0.0582327676548
 
< 0.1%
-0.0284652724745
 
< 0.1%
0.107058302540
 
< 0.1%
-0.0319023040939
 
< 0.1%
-0.0283020664336
 
< 0.1%
Other values (275653)284270
99.8%
ValueCountFrequency (%)
-22.565679321
< 0.1%
-9.8952440481
< 0.1%
-9.8458076931
< 0.1%
-9.7935679051
< 0.1%
-9.5448553751
< 0.1%
ValueCountFrequency (%)
31.612198111
< 0.1%
12.152401111
< 0.1%
11.135739841
< 0.1%
10.507884351
< 0.1%
10.135597351
< 0.1%

V28
Real number (ℝ)

Distinct275663
Distinct (%)96.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean-1.223710133 × 1016
Minimum-15.43008391
Maximum33.84780782
Zeros0
Zeros (%)0.0%
Memory size2.2 MiB

Quantile statistics

Minimum-15.43008391
5-th percentile-0.3178431605
Q1-0.05295979302
median0.01124383156
Q30.07827995476
95-th percentile0.2560897065
Maximum33.84780782
Range49.27789172
Interquartile range (IQR)0.1312397478

Descriptive statistics

Standard deviation0.3300832642
Coefficient of variation (CV)-2.69739749 × 1015
Kurtosis933.3975021
Mean-1.223710133 × 1016
Median Absolute Deviation (MAD)0.06516568959
Skewness11.19209119
Sum-3.485212119 × 1011
Variance0.1089549613
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
-0.0602821510877
 
< 0.1%
0.0184945729777
 
< 0.1%
-0.0295847028462
 
< 0.1%
0.0286968782960
 
< 0.1%
-0.042786955453
 
< 0.1%
-0.0266576195148
 
< 0.1%
0.0361233094145
 
< 0.1%
0.0718180029540
 
< 0.1%
0.029849341439
 
< 0.1%
0.011836306736
 
< 0.1%
Other values (275653)284270
99.8%
ValueCountFrequency (%)
-15.430083911
< 0.1%
-11.710895641
< 0.1%
-9.6179154521
< 0.1%
-8.65656991
< 0.1%
-8.4786856431
< 0.1%
ValueCountFrequency (%)
33.847807821
< 0.1%
22.620072221
< 0.1%
16.129609141
< 0.1%
15.942150981
< 0.1%
15.870474051
< 0.1%

Amount
Real number (ℝ≥0)

Distinct32767
Distinct (%)11.5%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean88.34961925
Minimum0
Maximum25691.16
Zeros1825
Zeros (%)0.6%
Memory size2.2 MiB

Quantile statistics

Minimum0
5-th percentile0.92
Q15.6
median22
Q377.165
95-th percentile365
Maximum25691.16
Range25691.16
Interquartile range (IQR)71.565

Descriptive statistics

Standard deviation250.1201092
Coefficient of variation (CV)2.831026453
Kurtosis845.0926455
Mean88.34961925
Median Absolute Deviation (MAD)20.22
Skewness16.97772445
Sum25162590.01
Variance62560.06905
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
113688
 
4.8%
1.986044
 
2.1%
0.894872
 
1.7%
9.994747
 
1.7%
153280
 
1.2%
0.762998
 
1.1%
102950
 
1.0%
1.292892
 
1.0%
1.792623
 
0.9%
0.992304
 
0.8%
Other values (32757)238409
83.7%
ValueCountFrequency (%)
01825
0.6%
0.01718
 
0.3%
0.0285
 
< 0.1%
0.033
 
< 0.1%
0.0411
 
< 0.1%
ValueCountFrequency (%)
25691.161
< 0.1%
19656.531
< 0.1%
189101
< 0.1%
12910.931
< 0.1%
11898.091
< 0.1%

Class
Categorical

Distinct2
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size2.2 MiB
0
284315 
1
 
492

Length

Max length1
Median length1
Mean length1
Min length1

Characters and Unicode

Total characters284807
Distinct characters2
Distinct categories1 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row0
2nd row0
3rd row0
4th row0
5th row0
ValueCountFrequency (%)
0284315
99.8%
1492
 
0.2%
Histogram of lengths of the category
ValueCountFrequency (%)
0284315
99.8%
1492
 
0.2%

Most occurring characters

ValueCountFrequency (%)
0284315
99.8%
1492
 
0.2%

Most occurring categories

ValueCountFrequency (%)
Decimal Number284807
100.0%

Most frequent character per category

ValueCountFrequency (%)
0284315
99.8%
1492
 
0.2%

Most occurring scripts

ValueCountFrequency (%)
Common284807
100.0%

Most frequent character per script

ValueCountFrequency (%)
0284315
99.8%
1492
 
0.2%

Most occurring blocks

ValueCountFrequency (%)
ASCII284807
100.0%

Most frequent character per block

ValueCountFrequency (%)
0284315
99.8%
1492
 
0.2%

Interactions

Correlations

Pearson's r

The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.

To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.

Spearman's ρ

The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.

To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.

Kendall's τ

Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.

To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.

Phik (φk)

Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.

Missing values

A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
The dendrogram allows you to more fully correlate variable completion, revealing trends deeper than the pairwise ones visible in the correlation heatmap.

Sample

First rows

TimeV1V2V3V4V5V6V7V8V9V10V11V12V13V14V15V16V17V18V19V20V21V22V23V24V25V26V27V28AmountClass
00.0-1.359807-0.0727812.5363471.378155-0.3383210.4623880.2395990.0986980.3637870.090794-0.551600-0.617801-0.991390-0.3111691.468177-0.4704010.2079710.0257910.4039930.251412-0.0183070.277838-0.1104740.0669280.128539-0.1891150.133558-0.021053149.620
10.01.1918570.2661510.1664800.4481540.060018-0.082361-0.0788030.085102-0.255425-0.1669741.6127271.0652350.489095-0.1437720.6355580.463917-0.114805-0.183361-0.145783-0.069083-0.225775-0.6386720.101288-0.3398460.1671700.125895-0.0089830.0147242.690
21.0-1.358354-1.3401631.7732090.379780-0.5031981.8004990.7914610.247676-1.5146540.2076430.6245010.0660840.717293-0.1659462.345865-2.8900831.109969-0.121359-2.2618570.5249800.2479980.7716790.909412-0.689281-0.327642-0.139097-0.055353-0.059752378.660
31.0-0.966272-0.1852261.792993-0.863291-0.0103091.2472030.2376090.377436-1.387024-0.054952-0.2264870.1782280.507757-0.287924-0.631418-1.059647-0.6840931.965775-1.232622-0.208038-0.1083000.005274-0.190321-1.1755750.647376-0.2219290.0627230.061458123.500
42.0-1.1582330.8777371.5487180.403034-0.4071930.0959210.592941-0.2705330.8177390.753074-0.8228430.5381961.345852-1.1196700.175121-0.451449-0.237033-0.0381950.8034870.408542-0.0094310.798278-0.1374580.141267-0.2060100.5022920.2194220.21515369.990
52.0-0.4259660.9605231.141109-0.1682520.420987-0.0297280.4762010.260314-0.568671-0.3714071.3412620.359894-0.358091-0.1371340.5176170.401726-0.0581330.068653-0.0331940.084968-0.208254-0.559825-0.026398-0.371427-0.2327940.1059150.2538440.0810803.670
64.01.2296580.1410040.0453711.2026130.1918810.272708-0.0051590.0812130.464960-0.099254-1.416907-0.153826-0.7510630.1673720.050144-0.4435870.002821-0.611987-0.045575-0.219633-0.167716-0.270710-0.154104-0.7800550.750137-0.2572370.0345070.0051684.990
77.0-0.6442691.4179641.074380-0.4921990.9489340.4281181.120631-3.8078640.6153751.249376-0.6194680.2914741.757964-1.3238650.686133-0.076127-1.222127-0.3582220.324505-0.1567421.943465-1.0154550.057504-0.649709-0.415267-0.051634-1.206921-1.08533940.800
87.0-0.8942860.286157-0.113192-0.2715262.6695993.7218180.3701450.851084-0.392048-0.410430-0.705117-0.110452-0.2862540.074355-0.328783-0.210077-0.4997680.1187650.5703280.052736-0.073425-0.268092-0.2042331.0115920.373205-0.3841570.0117470.14240493.200
99.0-0.3382621.1195931.044367-0.2221870.499361-0.2467610.6515830.069539-0.736727-0.3668461.0176140.8363901.006844-0.4435230.1502190.739453-0.5409800.4766770.4517730.203711-0.246914-0.633753-0.120794-0.385050-0.0697330.0941990.2462190.0830763.680

Last rows

TimeV1V2V3V4V5V6V7V8V9V10V11V12V13V14V15V16V17V18V19V20V21V22V23V24V25V26V27V28AmountClass
284797172782.0-0.2419230.7122470.399806-0.4634060.244531-1.3436680.929369-0.2062100.106234-0.284708-0.612982-0.066655-0.7329870.237948-0.293959-0.245496-0.174846-0.891169-0.290491-0.139512-0.228876-0.5143760.2795980.371441-0.5592380.1131440.1315070.0812655.490
284798172782.00.2195290.881246-0.6358910.960928-0.152971-1.0143070.4271260.121340-0.285670-0.111640-1.109232-0.453235-1.0469461.1226741.243518-1.4318970.939328-0.0023732.8949520.0066660.0999360.3371200.2517910.057688-1.5083680.1440230.1812050.21524324.050
284799172783.0-1.775135-0.0042351.1897860.3310961.1960635.519980-1.5181852.0808251.159498-0.594242-1.2640720.453596-0.243142-0.858719-0.766554-0.6446460.4471840.3887210.7921350.3481760.1033020.654850-0.3489290.7453230.704545-0.1275790.4543790.13030879.990
284800172784.02.039560-0.175233-1.1968250.234580-0.008713-0.7265710.017050-0.1182280.4354020.2677720.5233160.559047-0.8346600.626211-0.5414940.225361-0.605252-0.1630490.561695-0.256922-0.268048-0.7172110.297930-0.359769-0.3156100.201114-0.080826-0.0750712.680
284801172785.00.1203160.931005-0.546012-0.7450971.130314-0.2359730.8127220.115093-0.204064-0.6574220.6448370.190916-0.546329-0.731707-0.8080360.5996280.0704410.3731100.1289040.000676-0.314205-0.8085200.0503430.102800-0.4358700.1240790.2179400.0688032.690
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Duplicate rows

Most frequent

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